Run
101714

Run 101714

Task 3611 (Supervised Classification) auto_price Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.SMO_PolyKernel(6)J. Platt: Fast Training of Support Vector Machines using Sequential Minimal Optimization. In B. Schoelkopf and C. Burges and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning, 1998. S.S. Keerthi, S.K. Shevade, C. Bhattacharyya, K.R.K. Murthy (2001). Improvements to Platt's SMO Algorithm for SVM Classifier Design. Neural Computation. 13(3):637-649. Trevor Hastie, Robert Tibshirani: Classification by Pairwise Coupling. In: Advances in Neural Information Processing Systems, 1998.
weka.PolyKernel(4)_C250007
weka.PolyKernel(4)_E1.0
weka.SMO_PolyKernel(6)_C1.0
weka.SMO_PolyKernel(6)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.SMO_PolyKernel(6)_L0.001
weka.SMO_PolyKernel(6)_N0
weka.SMO_PolyKernel(6)_P1.0E-12
weka.SMO_PolyKernel(6)_V-1
weka.SMO_PolyKernel(6)_W1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
0.0049
Cross-validation details (10-fold Crossvalidation)
474909637.8868
Cross-validation details (10-fold Crossvalidation)
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
0.8732
Cross-validation details (10-fold Crossvalidation)
137.7632
Cross-validation details (10-fold Crossvalidation)
0.0566
Cross-validation details (10-fold Crossvalidation)
0.4492
Cross-validation details (10-fold Crossvalidation)
159
Per class
Cross-validation details (10-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
0.9434
Cross-validation details (10-fold Crossvalidation)
0.9264
Cross-validation details (10-fold Crossvalidation)
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
0.126
Cross-validation details (10-fold Crossvalidation)
0.4736
Cross-validation details (10-fold Crossvalidation)
0.2379
Cross-validation details (10-fold Crossvalidation)
0.5024
Cross-validation details (10-fold Crossvalidation)
931.9838